Period
to 27 October 2021

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Scala skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Scala over the 6 months to 27 October 2021 with a comparison to the same period in the previous 2 years.

Scala
England > Yorkshire
6 months to
27 Oct 2021
Same period 2020 Same period 2019
Rank 144 122 235
Rank change year-on-year -22 +113 -18
Permanent jobs citing Scala 127 38 54
As % of all permanent jobs advertised in Yorkshire 1.87% 1.35% 0.78%
As % of the Programming Languages category 3.88% 2.35% 1.63%
Number of salaries quoted 84 36 43
10th Percentile £45,375 £42,500 £40,250
25th Percentile £47,500 £49,375 £46,875
Median annual salary (50th Percentile) £57,500 £55,000 £60,000
Median % change year-on-year +4.55% -8.33% +20.00%
75th Percentile £63,750 £63,750 £70,625
90th Percentile " £67,500 £87,500
England median annual salary £77,500 £75,000 £72,500
% change year-on-year +3.33% +3.45% -

Scala is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for coding skills.

All Programming Languages
Yorkshire
Permanent vacancies with a requirement for coding skills 3,277 1,614 3,311
As % of all permanent IT jobs advertised in Yorkshire 48.19% 57.40% 48.07%
Number of salaries quoted 2,624 1,443 2,708
10th Percentile £32,000 £32,500 £27,000
25th Percentile £38,750 £37,500 £33,750
Median annual salary (50th Percentile) £50,000 £47,500 £45,000
Median % change year-on-year +5.26% +5.56% +5.88%
75th Percentile £65,000 £57,500 £55,000
90th Percentile £72,500 £65,000 £63,750
England median annual salary £60,000 £57,500 £52,500
% change year-on-year +4.35% +9.52% +4.65%

Scala
Job Vacancy Trend in Yorkshire

Job postings citing Scala as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Scala in Yorkshire

Scala
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Scala in Yorkshire.

Salary trend for Scala in Yorkshire

Scala
Salary Histogram in Yorkshire

Salary distribution for jobs citing Scala in Yorkshire over the 6 months to 27 October 2021.

Salary histogram for Scala in Yorkshire

Scala
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Scala within the Yorkshire region over the 6 months to 27 October 2021. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -52 72 £57,500 - 13
South Yorkshire +3 51 £57,500 +4.55% 4
North Yorkshire -9 1 £35,000 -30.00%
Scala
England

For the 6 months to 27 October 2021, IT jobs citing Scala also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Scala.

1 111 (87.40%) Kubernetes
2 107 (84.25%) Java
2 107 (84.25%) Software Engineering
3 104 (81.89%) Docker
4 93 (73.23%) Agile Software Development
5 87 (68.50%) Kotlin
6 85 (66.93%) TDD
7 84 (66.14%) Python
8 81 (63.78%) React
9 80 (62.99%) Azure
10 78 (61.42%) AWS
10 78 (61.42%) JavaScript
11 73 (57.48%) DevOps
12 70 (55.12%) C#
13 66 (51.97%) Terraform
14 63 (49.61%) Vue.js
14 63 (49.61%) AWS CloudFormation
14 63 (49.61%) Go
14 63 (49.61%) AngularJS
15 62 (48.82%) Unit Testing
16 61 (48.03%) SOLID
17 55 (43.31%) C++
18 50 (39.37%) Ruby
18 50 (39.37%) GCP
19 47 (37.01%) Don't repeat yourself (DRY)
19 47 (37.01%) OOP
20 45 (35.43%) Kafka
21 40 (31.50%) User Experience
22 35 (27.56%) Test Automation
23 33 (25.98%) MySQL

Scala
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 8 (6.30%) Apache Spark
2 4 (3.15%) Apache Airflow
2 4 (3.15%) Luigi
2 4 (3.15%) Tomcat
3 1 (0.79%) Apache
3 1 (0.79%) Apache Synapse
3 1 (0.79%) Elasticsearch
Cloud Services
1 80 (62.99%) Azure
2 78 (61.42%) AWS
3 63 (49.61%) AWS CloudFormation
4 50 (39.37%) GCP
5 14 (11.02%) PaaS
6 4 (3.15%) Amazon EC2
6 4 (3.15%) Amazon EMR
6 4 (3.15%) Azure Data Factory
6 4 (3.15%) Azure Synapse Analytics
7 3 (2.36%) Azure Functions
7 3 (2.36%) Serverless
8 2 (1.57%) Azure Cosmos DB
8 2 (1.57%) Azure Logic Apps
8 2 (1.57%) Azure Service Bus
8 2 (1.57%) Azure Stack
8 2 (1.57%) Power Platform
8 2 (1.57%) SaaS
8 2 (1.57%) Snowflake
Communications & Networking
1 4 (3.15%) Broadband
2 1 (0.79%) Network Security
Database & Business Intelligence
1 33 (25.98%) MySQL
2 20 (15.75%) NoSQL
3 14 (11.02%) Redis
4 8 (6.30%) Big Data
5 7 (5.51%) Data Lake
5 7 (5.51%) Relational Database
6 6 (4.72%) Metadata
7 5 (3.94%) Data Warehouse
8 4 (3.15%) Amazon RDS
8 4 (3.15%) Amazon Redshift
8 4 (3.15%) Apache Cassandra
8 4 (3.15%) Azkaban
8 4 (3.15%) Azure SQL Data Warehouse
8 4 (3.15%) Hadoop
8 4 (3.15%) PostgreSQL
8 4 (3.15%) SQL Server
9 2 (1.57%) Power BI
9 2 (1.57%) Spark SQL
9 2 (1.57%) SQL Server Analysis Services
9 2 (1.57%) SQL Server Integration Services
Development Applications
1 23 (18.11%) Jenkins
2 16 (12.60%) Git (software)
3 14 (11.02%) Babel
3 14 (11.02%) webpack
4 4 (3.15%) JIRA
5 3 (2.36%) CircleCI
5 3 (2.36%) Cypress.io
5 3 (2.36%) Gatling
5 3 (2.36%) GitLab
5 3 (2.36%) JMeter
5 3 (2.36%) Katalon Studio
5 3 (2.36%) NeoLoad
5 3 (2.36%) Selenium
5 3 (2.36%) TestCafe
5 3 (2.36%) WebLOAD
General
1 5 (3.94%) Games
1 5 (3.94%) Social Skills
2 4 (3.15%) Analytical Skills
3 3 (2.36%) Documentation Skills
3 3 (2.36%) Influencing Skills
4 1 (0.79%) Presentation Skills
Job Titles
1 102 (80.31%) Software Engineer
2 22 (17.32%) Senior Software Engineer
3 20 (15.75%) Scala Engineer
3 20 (15.75%) Scala Software Engineer
4 16 (12.60%) JavaScript Engineer
5 10 (7.87%) Developer
6 9 (7.09%) Data Engineer
7 5 (3.94%) Senior Scala Engineer
7 5 (3.94%) Senior Scala Software Engineer
8 4 (3.15%) Analyst
8 4 (3.15%) Data Analyst
8 4 (3.15%) Java Developer
9 3 (2.36%) Developer in Test
9 3 (2.36%) Lead Developer
9 3 (2.36%) Lead Software Developer
9 3 (2.36%) Principal Engineer
9 3 (2.36%) Senior Data Engineer
9 3 (2.36%) Software Developer
10 2 (1.57%) Architect
10 2 (1.57%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 81 (63.78%) React
2 63 (49.61%) AngularJS
2 63 (49.61%) Vue.js
3 45 (35.43%) Kafka
4 16 (12.60%) Node.js
5 15 (11.81%) Akka
5 15 (11.81%) CSS
5 15 (11.81%) GraphQL
6 14 (11.02%) HTML
6 14 (11.02%) Redux
6 14 (11.02%) RESTful
7 8 (6.30%) Play Framework
8 4 (3.15%) LAMP
8 4 (3.15%) LAPP Stack
8 4 (3.15%) Spark Streaming
9 3 (2.36%) .NET
10 2 (1.57%) Apache Avro
10 2 (1.57%) JSON
10 2 (1.57%) PySpark
10 2 (1.57%) XML
Miscellaneous
1 40 (31.50%) User Experience
2 17 (13.39%) Enterprise Software
3 14 (11.02%) Legacy Code
4 7 (5.51%) Data Structures
5 4 (3.15%) Algorithms
5 4 (3.15%) Management Information System
5 4 (3.15%) Social Media
6 2 (1.57%) Reference Data
7 1 (0.79%) Greenfield Project
7 1 (0.79%) Over-the-Top Content
Operating Systems
1 4 (3.15%) Linux
2 1 (0.79%) Android
2 1 (0.79%) Apple iOS
Processes & Methodologies
1 107 (84.25%) Software Engineering
2 93 (73.23%) Agile Software Development
3 85 (66.93%) TDD
4 73 (57.48%) DevOps
5 62 (48.82%) Unit Testing
6 61 (48.03%) SOLID
7 47 (37.01%) Don't repeat yourself (DRY)
7 47 (37.01%) OOP
8 35 (27.56%) Test Automation
9 26 (20.47%) Scrum
10 23 (18.11%) Kanban
11 19 (14.96%) Microservices
12 15 (11.81%) Deployment Automation
13 14 (11.02%) Domain-Driven Design
14 12 (9.45%) Continuous Integration
15 8 (6.30%) Visualisation
16 7 (5.51%) BDD
16 7 (5.51%) Data Science
16 7 (5.51%) Mentoring
16 7 (5.51%) OO
Programming Languages
1 107 (84.25%) Java
2 87 (68.50%) Kotlin
3 84 (66.14%) Python
4 78 (61.42%) JavaScript
5 70 (55.12%) C#
6 63 (49.61%) Go
7 55 (43.31%) C++
8 50 (39.37%) Ruby
9 17 (13.39%) PHP
10 7 (5.51%) SQL
11 3 (2.36%) C
12 2 (1.57%) PowerShell
13 1 (0.79%) F#
13 1 (0.79%) Haskell
13 1 (0.79%) PL/SQL
13 1 (0.79%) T-SQL
13 1 (0.79%) TypeScript
Qualifications
1 4 (3.15%) Degree
2 1 (0.79%) PhD
Quality Assurance & Compliance
1 6 (4.72%) Data Quality
2 3 (2.36%) QA
System Software
1 104 (81.89%) Docker
Systems Management
1 111 (87.40%) Kubernetes
2 66 (51.97%) Terraform
3 33 (25.98%) Prometheus
4 15 (11.81%) Opscode Chef
5 14 (11.02%) Graphite
6 2 (1.57%) Rancher
7 1 (0.79%) Grafana
7 1 (0.79%) Puppet
Vendors
1 14 (11.02%) Splunk
2 7 (5.51%) Microsoft
3 4 (3.15%) Databricks